Merge pull request gammapy#5573 from meeseeksmachine/auto-backport-of…

…-pr-5568-on-v1.3.x

Backport PR gammapy#5568 on branch v1.3.x (Update release notes for version 1.3)

CITATION.cff

@@ -103,6 +103,10 @@ authors:
   affiliation: "Université Paris Cité, CNRS, Astroparticule et Cosmologie, F-75013
     Paris, France"
   orcid: "https://orcid.org/0000-0002-8219-4667"
+- given-names: Pei
+  family-names: Yu
+  affiliation: "Université Paris Cité, CNRS, Astroparticule et Cosmologie, F-75013
+    Paris, France"
 preferred-citation:
   authors:
   - family-names: "The Gammapy team"

docs/release-notes/v1.3.rst

@@ -7,34 +7,35 @@
 
 - Released October xx, 2024
 - xx contributors
-- 160 pull requests since v1.2 (not all listed below)
-- 59 closed issues
+- 197 pull requests since v1.2 (not all listed below)
+- 69 closed issues
 
 Contributors
 ~~~~~~~~~~~~
+- Fabio Acero
+- Arnau Aguasca-Cabot
+- Axel Donath
+- Kirsty Feijen
 - Stefan Fröse
-- Maxime Regeard
-- Bruno Khélifi
 - Claudio Galelli
-- Arnau Aguasca-Cabot
-- Fabio Pintore
+- Bruno Khélifi
+- Maximilian Linhoff
+- Lars Mohrmann
 - Daniel Morcuende
-- Atreyee Sinha
-- Brigitta Sipőcz
+- Laura Olivera Nieto
 - Michele Peresano
-- Maximilian Linhoff
+- Fabio Pintore
+- Maxime Regeard
+- Quentin Remy
 - Gerrit Roellinghoff
 - Hanna Stapel
-- Quentin Remy
-- Kirsty Feijen
-- Fabio Acero
-- Régis Terrier
-- Lars Mohrmann
 - Vasco Schiavo
-- Laura Olivera Nieto
-- Axel Donath
+- Atreyee Sinha
+- Brigitta Sipőcz
+- Régis Terrier
+- Santiago Vila
 - Samantha Wong
-
+- Pei Yu
 
 Summary
 ~~~~~~~
@@ -92,8 +93,11 @@ New features
 
 *gammapy.estimators*
 
+- Add support for joint TS map : `TSMapEstimator.run()` now allows `Datasets` as input.
+- Maps of likelihood profiles can now be computed with the `TSMapEstimator` via the argument : selection_optional = ["stat_scan"]
 - Binwise likelihood profiles are now stored on FluxMaps. 
 - FluxMaps obtained from different datasets (eg: different event types) can be combined.
+- Add a function to combine flux maps in `gammapy.estimators.utils.combine_flux_maps`. The combination can be done using the likelihood profile maps if available otherwise Gaussian approximation is used.
 
 *gammapy.stats*
 
@@ -127,58 +131,59 @@ Bug fixes and improvements
 - Add missing parallel processing options
 - Add `TimeMapAxis.to_table()` 
 - Add a warning in `TemplateSpatialModel` for presence of nan values 
-- Fix TSmapEstimator stat_scan with sum_over_energy_group=False
 - Fix ignored overwrite in datasets.write
 - Improve plotting of spectral residuals by removing the mask in computation but rathere adding a visual mask
 - Add strict option to MapAxis.downsample
 - Add alpha maps to ExcessMapEstimator
-
+- Fix ObservationsEventsSampler for observations based on full-enclosure IRFs
+- Add a method to normalize TemplatePhaseCurveTemporalModel`
 
 
 Pull Requests
 ~~~~~~~~~~~~~
 
 This list is incomplete. Small improvements and bug fixes are not listed here.
 
+- [#5545] Fix ObservationsEventsSampler for observations based on full-enclosure IRFs (Michele Peresano)
+- [#5525] Norm TemplatePhaseCurveTemporalModel (Maxime Regeard)
 - [#5472] Add the Matomo tracker into our documentation web pages (Bruno Khélifi)
 - [#5466] Improve the time resolved spectroscopy tutorial (Claudio Galelli)
 - [#5462] Update all the documentation with the new name of CTA : CTAO (Bruno Khélifi)
-- [#5453] Fix time shift from sampled events with `MapDatasetEventSampler` (Fabio PINTORE)
+- [#5453] Fix time shift from sampled events with `MapDatasetEventSampler` (Fabio Pintore)
 - [#5449] combine_flux_maps  supports for different energy axes (Quentin Remy)
 - [#5448] Fix typo in Uniform prior returned value (facero)
 - [#5445] Add a to_table() method to TimeMapAxis (Claudio Galelli)
-- [#5440] Fix TSmapEstimator stat_scan with sum_over_energy_group=False (Quentin Remy)
-- [#5438] Speed up event sampler (Fabio PINTORE)
+- [#5438] Speed up event sampler (Fabio Pintore)
 - [#5437] Remove mask in residual plotting (Atreyee Sinha)
-- [#5433] Sort sampled events by time in `MapDatasetEventSampler` (Fabio PINTORE)
+- [#5433] Sort sampled events by time in `MapDatasetEventSampler` (Fabio Pintore)
 - [#5427] A time resolved spectroscopy estimator (Atreyee Sinha)
 - [#5423] Function for the discrete cross correlation function (Claudio Galelli)
-- [#5409] Add strict option to `MapAxis.downsample` (Astro-Kirsty)
-- [#5408] Add alpha maps to `ExcessMapEstimator` (Astro-Kirsty)
-- [#5407] Add an API tutorial for Estimators (Astro-Kirsty)
+- [#5409] Add strict option to `MapAxis.downsample` (Kirsty Feijen)
+- [#5408] Add alpha maps to `ExcessMapEstimator` (Kirsty Feijen)
+- [#5407] Add an API tutorial for Estimators (Kirsty Feijen)
 - [#5405] Add missing parallel options (Quentin Remy)
 - [#5390] Fix region evaluation without psf convolution (Quentin Remy)
-- [#5389] Fix `LabelMapAxis` so it doesn't reorder the labels (Astro-Kirsty)
+- [#5389] Fix `LabelMapAxis` so it doesn't reorder the labels (Kirsty Feijen)
 - [#5385] Fix reco_exposure computation with mask safe in ExcessMapEstimator (Quentin Remy)
 - [#5382] Fix and tweaks for the stat_scan in TSMapEstimator (Quentin Remy)
 - [#5381] Apply safe mask in TSMapEstimator (Quentin Remy)
 - [#5380] Add max_niter as option in TSMapEstimator (Quentin Remy)
-- [#5378] Observations `__getitem__` method addition (REGEARD Maxime)
+- [#5378] Observations `__getitem__` method addition (Maxime Regeard)
 - [#5370] Add offset mask to make_effective_livetime_map (Quentin Remy)
 - [#5366] Remove use of np.rint in pix_tuple_to_idx (Atreyee Sinha)
-- [#5356] Brought gammapy.visualization.plot_distribution in line with its documentation (AOI)
+- [#5356] Brought gammapy.visualization.plot_distribution in line with its documentation (Gerrit Roellinghoff)
 - [#5353] Add support for joint TSmap estimation (Quentin Remy)
-- [#5350] Adapt `RadMax2D.plot_rad_max_vs_energy` (Astro-Kirsty)
-- [#5346] Add examples to fit function docstrings (Astro-Kirsty)
+- [#5350] Adapt `RadMax2D.plot_rad_max_vs_energy` (Kirsty Feijen)
+- [#5346] Add examples to fit function docstrings (Kirsty Feijen)
 - [#5342] Fix evaluation if no edisp is set (Quentin Remy)
 - [#5320] Fix parameters unique names (Quentin Remy)
 - [#5316] Add CovarianceMixin for multicomponent models classes (Quentin Remy)
 - [#5314] Improve get_psf_kernel performance (Quentin Remy)
-- [#5312] More complex background spectral model exposed (Astro-Kirsty)
-- [#5304] introducing a `filename` argument to TemplateSpatialModel.write (Fabio PINTORE)
+- [#5312] More complex background spectral model exposed (Kirsty Feijen)
+- [#5304] introducing a `filename` argument to TemplateSpatialModel.write (Fabio Pintore)
 - [#5303] QOL changes in Timmer&Konig (Claudio Galelli)
 - [#5300] Fix wrap in PiecewiseNormSpatialModel (Quentin Remy)
-- [#5298] Coherent units in `TemporalModel.sample_time` (Fabio PINTORE)
+- [#5298] Coherent units in `TemporalModel.sample_time` (Fabio Pintore)
 - [#5297] Precompute the PSF Kernel if the PSFMap has only one bin (Quentin Remy)
 - [#5289] Add new methods for combine_flux_maps to use likelihood profile or its approximation (Quentin Remy)
 - [#5285] Add support for stat_scan in TSMapEstimator (Quentin Remy)
@@ -187,16 +192,17 @@ This list is incomplete. Small improvements and bug fixes are not listed here.
 - [#5275] Add a notebook for EBL correction example (Atreyee Sinha)
 - [#5271] Allow extrapolation only along spatial dimension in `mask_safe_edisp` (Quentin Remy)
 - [#5270] Modify acceptance stacking behavior (Régis Terrier)
-- [#5269] Add leakage protection factor in the Timmer Konig algorithm (Claudio Galelli)- [#5258] Add write function to `FitResult` (Astro-Kirsty)
-- [#5255] Expose `FitResult` (Astro-Kirsty)
+- [#5269] Add leakage protection factor in the Timmer Konig algorithm (Claudio Galelli)
+- [#5258] Add write function to `FitResult` (Kirsty Feijen)
+- [#5255] Expose `FitResult` (Kirsty Feijen)
 - [#5254] Make non-FITS table file from FluxPoints overwritable (Michele Peresano)
-- [#5222] Allow `MapAxis` to be passed in `SpectralModel.plot()` (Astro-Kirsty)
-- [#5207] Specify the models with duplicated name in `Models` (Fabio PINTORE)
-- [#5206] Convert negative `npred` values to zero in `MapDatasetEventSampler` (Fabio PINTORE)
-- [#5205] Specify the sampled model in `MapDatasetEventSampler` (Fabio PINTORE)
+- [#5222] Allow `MapAxis` to be passed in `SpectralModel.plot()` (Kirsty Feijen)
+- [#5207] Specify the models with duplicated name in `Models` (Fabio Pintore)
+- [#5206] Convert negative `npred` values to zero in `MapDatasetEventSampler` (Fabio Pintore)
+- [#5205] Specify the sampled model in `MapDatasetEventSampler` (Fabio Pintore)
 - [#5200] Use two argument form of Time to parse reference time (Maximilian Linhoff)
-- [#5188] Raise an error if the geometry of the exclusion mask passed to `ReflectedRegionsBackgroundMaker` is not an image (REGEARD Maxime)
-- [#5186] Adjust `to_edisp_kernel` input to `MapAxis` (Astro-Kirsty)
+- [#5188] Raise an error if the geometry of the exclusion mask passed to `ReflectedRegionsBackgroundMaker` is not an image (Maxime Regeard)
+- [#5186] Adjust `to_edisp_kernel` input to `MapAxis` (Kirsty Feijen)
 - [#5184] Support additional axes in Mapdataset.create (Régis Terrier)
 - [#5180] Raise error on invalid input shape in Map (Maximilian Linhoff)
 - [#5176] Fix `observatory_earth_location` (Stefan Fröse)
@@ -206,14 +212,14 @@ This list is incomplete. Small improvements and bug fixes are not listed here.
 - [#5156] Introduction of the structure function for variability studies (Claudio Galelli)
 - [#5145] LightCurveTemplateTemporalModel method to generate a model from a periodogram by using the Timmer algorithm (Claudio Galelli)
 - [#5135] Add different options to compute stat_array on FluxPointsDatasets (Quentin Remy)
-- [#5129] Copy on and off phase intervals in `PhaseBackgroundMaker` (REGEARD Maxime)
-- [#5125] Fix implementation of the testing code for larger docstring examples (Astro-Kirsty)
+- [#5129] Copy on and off phase intervals in `PhaseBackgroundMaker` (Maxime Regeard)
+- [#5125] Fix implementation of the testing code for larger docstring examples (Kirsty Feijen)
 - [#5118] css for sphinx v15 (stahanna)
 - [#5115] Add 3 TS definitions to compute with TestStatisticNested class (Quentin Remy)
-- [#5058] 3PC Fermi catalog (REGEARD Maxime)
-- [#5057] 2PC Fermi catalog (REGEARD Maxime)
+- [#5058] 3PC Fermi catalog (Maxime Regeard)
+- [#5057] 2PC Fermi catalog (Maxime Regeard)
 - [#4996] MAINT: use new location for dev wheels (Brigitta Sipőcz)
-- [#4983] Adjust getting-started page (Astro-Kirsty)
+- [#4983] Adjust getting-started page (Kirsty Feijen)
 - [#4433] Add a function to combine excess maps (Quentin Remy)